Parameters

Parameter Value
Hashtag #eResAu2018
Conference eResearch Australasia
Time Zone Australia/Melbourne
Days c(“2018-10-15”, “2018-10-16”, “2018-10-17”, “2018-10-18”, “2018-10-19”)
Accent colour skyblue3
Pallete Set1
Topics k 6
Fixed FALSE

1 Introduction

An analysis of tweets from the eResearch Australasia conference. A total of 958 tweets from 248 users were collected using the rtweet R package.

2 Timeline

2.1 Tweets by day

2.2 Tweets by day and time

Filtered for dates 2018-10-15 - 2018-10-19 in the Australia/Melbourne timezone.

3 Users

3.1 Top tweeters

3.2 Top original tweeters

3.3 Retweet proportion

3.4 Top tweeters by time

3.5 Top tweeters by day

3.5.1 All tweets

Day 1

Day 2

Day 3

Day 4

Day 5

3.5.2 Original tweets

Day 1

Day 2

Day 3

Day 4

Day 5

3.6 Sources

4 Networks

4.1 Replies

The “replies network”, composed from users who reply directly to one another, coloured by page rank.

4.2 Mentions

The “mentions network”, where users mention other users in their tweets. Node colour, label size and alpha adjusted according to PageRank score.

5 Retweets

5.1 Retweet proportion

5.2 Retweet count

5.3 Top retweets

screen_name text retweet_count
StevenPChang Data ain’t neutral - bias produced not only from methodology, but from the nature of society itself, eg gendered/ethnic language bias. Data is a human product, therefore not objectively neutral - @FCTweedie & @brisvegas1. #eResAu2018 #datalibs https://t.co/WI8QwLmfTF 13
BCCVL Come see us and learn about climate impact modelling at our joint eco science booth @TERN_Aus @atlaslivingaust @ecocloud_ @ecoEd_ #eResAU2018 https://t.co/mJz4CjN7gw 11
AARNet David Ford: How do we earn trust to build more data sharing practices? #eResAu2018 #eResearch https://t.co/KowwC4cF8u 10
sarasrking We need to be better storytellers and communicate WHY we do what we do, not HOW we do it. That’s what the community wants to know. Mark Stickells from @PawseyCentre sets the challenge. #eresearch #eResAU2018 8
icecjan @AucklandUni Research Hub - a single web presence for research services, resources, people, areas, policies. Nice interface! https://t.co/m2VIWWuBmq #eResAu2018 8
MonasheResearch Prof. David Ford. Sharing data saves and improves lives #eResAU2018 https://t.co/JEUvlUXBG4 8
lindamciver Interrogate the data for bias. Ask where the vulnerable groups may be and centre them. Consider how the effects on those groups may be mitigated. Excellent advice from @FCTweedie and @brisvegas1 #eResAU2018 7
luc_betbeder Be fast .. be predictable… these are all good tips to earn trust for systems.. The SERP and Sail stories shared at #eResAU2018 https://t.co/OH4gsE6Bcb 7
K1Howard SAIL Data Bank: access is via remote desktop into the data repository - no data is transferred at any time. This creates trust b/c at any point in time can see who has accessed and what they have accessed. #eResAU2018 7
AARNet Did you miss getting to the Jupyter workshop at #eResAu2018 run on Monday by @1n9r1d @murtazalums @frankie_stevens Not to worry! Here is a link to a folder with the slides etc to catch up with. https://t.co/s88chV6EAl cc @IntersectAust #eResearch 7

6 Favourites

6.1 Favourite proportion

6.2 Favourite count

6.3 Top favourites

screen_name text favorite_count
StevenPChang Data ain’t neutral - bias produced not only from methodology, but from the nature of society itself, eg gendered/ethnic language bias. Data is a human product, therefore not objectively neutral - @FCTweedie & @brisvegas1. #eResAu2018 #datalibs https://t.co/WI8QwLmfTF 24
StevenPChang We’re running a community of practice discussion at @eResearch Conference on upskilling library staff in research data management skills - please come along if you’re keen! https://t.co/3sjVzLXXMH @AeRO_eResearch #eResAU2018 #eRes2018 https://t.co/TSovPnvvrL 22
1n9r1d Could we please build more data libraries like SAIL databank to support sharing sensitive data? #eResAU2018 #fivesafes https://t.co/Lh7ndNr6Mh https://t.co/c6qbuGFxwW 21
StevenPChang

I’m presenting a paper at @eResearch with @fisch_e on observations from 130 interviews w/researchers about their data management practices, and implications for co-designing research infrastructure. Our extended abstract:

https://t.co/JzhN3gjtnc #eResAU2018 #eRes2018 #DataLibs https://t.co/liMs8UKgW4
19
BCCVL Come see us and learn about climate impact modelling at our joint eco science booth @TERN_Aus @atlaslivingaust @ecocloud_ @ecoEd_ #eResAU2018 https://t.co/mJz4CjN7gw 19
MonasheResearch Prof. David Ford. Sharing data saves and improves lives #eResAU2018 https://t.co/JEUvlUXBG4 18
AARNet David Ford: How do we earn trust to build more data sharing practices? #eResAu2018 #eResearch https://t.co/KowwC4cF8u 16
sarasrking We need to be better storytellers and communicate WHY we do what we do, not HOW we do it. That’s what the community wants to know. Mark Stickells from @PawseyCentre sets the challenge. #eresearch #eResAU2018 15
sarasrking Uummm lots of great presentations and conversations but also… OMG YUM 😋😋#catering #eResAU2018 @AeRO_eResearch @ersa https://t.co/lB8zSbTF4X 15
peterneish Here’s @jayechats outlining @unimelb digital preservation at #eResAU2018 https://t.co/cFUp25eUrI 15

7 Quotes

7.1 Quote proportion

7.2 Quote count

7.3 Top quotes

screen_name text quote_count

8 Media

8.1 Media count

8.2 Top media

screen_name text favorite_count
StevenPChang Data ain’t neutral - bias produced not only from methodology, but from the nature of society itself, eg gendered/ethnic language bias. Data is a human product, therefore not objectively neutral - @FCTweedie & @brisvegas1. #eResAu2018 #datalibs https://t.co/WI8QwLmfTF 24
StevenPChang We’re running a community of practice discussion at @eResearch Conference on upskilling library staff in research data management skills - please come along if you’re keen! https://t.co/3sjVzLXXMH @AeRO_eResearch #eResAU2018 #eRes2018 https://t.co/TSovPnvvrL 22
1n9r1d Could we please build more data libraries like SAIL databank to support sharing sensitive data? #eResAU2018 #fivesafes https://t.co/Lh7ndNr6Mh https://t.co/c6qbuGFxwW 21
StevenPChang

I’m presenting a paper at @eResearch with @fisch_e on observations from 130 interviews w/researchers about their data management practices, and implications for co-designing research infrastructure. Our extended abstract:

https://t.co/JzhN3gjtnc #eResAU2018 #eRes2018 #DataLibs https://t.co/liMs8UKgW4
19
BCCVL Come see us and learn about climate impact modelling at our joint eco science booth @TERN_Aus @atlaslivingaust @ecocloud_ @ecoEd_ #eResAU2018 https://t.co/mJz4CjN7gw 19
MonasheResearch Prof. David Ford. Sharing data saves and improves lives #eResAU2018 https://t.co/JEUvlUXBG4 18
AARNet David Ford: How do we earn trust to build more data sharing practices? #eResAu2018 #eResearch https://t.co/KowwC4cF8u 16
sarasrking Uummm lots of great presentations and conversations but also… OMG YUM 😋😋#catering #eResAU2018 @AeRO_eResearch @ersa https://t.co/lB8zSbTF4X 15
peterneish Here’s @jayechats outlining @unimelb digital preservation at #eResAU2018 https://t.co/cFUp25eUrI 15
ausaccessfed At #eResAu2018 in Melbourne? Come and say hi! 👋 @_JohnScullen @M3LROY and @jacinta_rebelo can help answer any questions you might have about #AAF #ORCID #eduGAIN or #RapidIdP https://t.co/S8IRkGkQxp 15

8.2.1 Most liked media image

9 Tweet text

9.1 Word cloud

The top 100 words used 3 or more times.

9.2 Bigram graph

Words that were tweeted next to each other at least 5 times.

9.3 Topic modelling

Top 10 words associated with 6 topics identified by LDA.

9.3.1 Representative tweets

Most representative tweets for each topic

Topic 1

topic screen_name text gamma
1 AeRO_eResearch SCHOOL STUDENT COMPETITION: #eResAU2018 Penguin-themed data visualisation comp - create a #penguin #data #visualisation - winners receive #Lego penguin kits & #t-shirts! https://t.co/WjRic1xX3Y #eResearch Pls Share @ScienceAU @vVic_LeadSci - Pls Share! https://t.co/tbnJPLamNH 0.9942900
1 AeRO_eResearch SCHOOL STUDENT COMPETITION: #eResAU2018 Penguin-themed data visualisation comp - create a #penguin #data #visualisation - winners receive #Lego penguin kits & #t-shirts! https://t.co/WjRic1xX3Y #eResearch Pls Share @Aus_ScienceWeek - Pls Share! https://t.co/tbnJPLamNH 0.9942900
1 AeRO_eResearch Final days to register! Student & teacher engagement opps at #eResearch Australasia 15-19 Oct in #Melbourne - lots of offer inc. professional development https://t.co/wdesKIUH1w… #eResearch #STEM #science #datascience #BigData #eResAU2018 Pls Share! https://t.co/6vANfYbC44 0.9938177
1 AeRO_eResearch Final days to register! Student & teacher engagement at #eResearch Australasia 15-19 Oct in #Melbourne - lots of offer inc. professional development https://t.co/wdesKIUH1w… #eResearch #STEM #science #BigData #eResAU2018 @Aus_ScienceWeek Pls Share! https://t.co/6vANfYbC44 0.9935510
1 K1Howard Dr. Steven McEachern, Director, Aust. Data Archive (https://t.co/6drOUC3IOY) when choosing repository software need to consider amount of software support you get-whether open source or proprietary; amount of customisation; support for restricted data + open data #eResAu2018 0.9932602
1 EPIC_ProjectEU Yesterday in #Melbourne (@AeRO_eResearch): “Digital Science and International Cooperation Workshop: New opportunities for digitally enabled AU-EU research collaboration” • find best quotes & main output in our #potd ⬇️ #EPICProjectEU #eResAU2018 • Thx @ErichPrem & @RadoFaletic https://t.co/mudZ8zsZNn 0.9932602
1 AeRO_eResearch RT @EPIC_ProjectEU: #Melbourne (@AeRO_eResearch): “Digital Science & International Cooperation Workshop: New opportunities for digitally enabled AU-EU research collaboration” quotes & output in #potd #EPICProjectEU #eResAU2018 Thx @ErichPrem & @RadoFaletic https://t.co/Gw93OuP0cM 0.9929420
1 AeRO_eResearch Join us for the #eResAU2018 Feature Presentation - The Research Hub: Design and realisation of an actionable catalogue of connected research IT support services by Dr Cameron Mclean @AucklandUni - exciting insights for #eResearch in the Element Room 0.9929420
1 StevenPChang We have a unicorn situation. Massively impressed with @cammerschooner’s talk on the @AucklandUni Research Hub. Looks like the shiny dream solution I’ve always imagined for solving research service fragmentation. https://t.co/ZpMo7cb9Zw #eResAU2018 #datalibs https://t.co/sE3d90FkEC 0.9925922
1 StevenPChang

I’m presenting a paper at @eResearch with @fisch_e on observations from 130 interviews w/researchers about their data management practices, and implications for co-designing research infrastructure. Our extended abstract:

https://t.co/JzhN3gjtnc #eResAU2018 #eRes2018 #DataLibs https://t.co/liMs8UKgW4
0.9922060

Topic 2

topic screen_name text gamma
2 AeRO_eResearch #eResAU2018 Offsite Gala Cocktail Function –The Park, Albert Park (3 min walk from conference). Featuring presentation from Dr Drew Berry – The molecular machines that create your flesh and blood #eResearch @drewberryIV https://t.co/7e2QAhgmEQ 0.9935510
2 StevenPChang Increasingly pervasive, fashionable trend to jam “data scientist” and HPC into every job title and ad - reality is these true specialists are extremely difficult to find. Cannot always expect unicorns! - @JackyPallas on joining up UK e-infrastructure. #eResAU2018 #datalibs 0.9932602
2 K1Howard @JackyPallas again stating the importance of the people in eResearch. 386 staff across areas of expertise; 20% female; only 61% are permanent staff. Concerning that such a high level of fixed-term contact staff. Sounds typical of today’s workforce general. #eResAu2018 0.9917773
2 qcifltd “Enabling Australian #Genomics research through enhancements to the Genomics Virtual Lab”: Check out this talk at #eResAU2018 today at 11:20am in Ballroom 1–2. @DrGPrice will speak to a paper that’s a collab’ between @QFAB_Bioinfo, @qcifltd, @RCCUQ & @MelBioInf. @GalaxyAustralia https://t.co/qxKzXHMoob 0.9912986
2 StevenPChang “Privacy by design” - privacy first, research utility second. Good principles used to build a secure/anonymised data sharing platform in the UK - SAIL DataBank https://t.co/LlELm5jFnN #eResAU2018 #DataLibs 0.9912986
2 luc_betbeder @sarahjanepell take me to your deep space port! #eResAu2018 .. I’ve climbed Fuji and can eat freeze dried ice cream and can borrow a GoPro from a friend. #willSherpaForSpaceJob 0.9907608
2 lindamciver @drewberryIV’s dinner talk at #eResAu2018 was incredible. The power of animation and computer graphics to illuminate the workings of the human body, down to atomic scale. Riveting! https://t.co/mvzbGygfqY 0.9907608
2 StevenPChang “eResearch is all about the people” - as are the challenges. No single institution has the skills and people. Need to reach across institutions rather than build silos. More diversity needed too in a male-dominated space. #eResAu2018 #datalibs 0.9907608
2 UCT_eResearch SeRP Secure eResearch Platform @SwanseaUni set to revolutionise Australian healthcare in launch of Helix platform @MonashUni #eResAU2018 https://t.co/vIlgE7890T https://t.co/7pdHcCHZqp 0.9901522
2 FGacenga #eResAU2018 #astro outerspace is cool but innerspace is ooh so cool too thanks ⁦@drewberryIVhttps://t.co/uuFpP6jBGp | Walter and Eliza Hall Institute of Medical Research https://t.co/sAFLqpIeIe 0.9901522

Topic 3

topic screen_name text gamma
3 TERN_Aus Northern hemisphere alpine grasslands are predicted to absorb more CO2, but how will Australia’s mountain ecosystems fare? Hear from scientist & TERN user @ReneeProko who’s investigating: https://t.co/uutr1CpDmS #NCRISimpact #ClimateChange #Carbon #eResAU2018 https://t.co/OpOow3DMuW 0.9932602
3 kheerand

How do we engage the decision makers in the system to create the 3rd career path for RSEs?

How do we engage with people who code for research?

Two big questions discussed at the RSE workshop at #eResAU2018 today.

Looking forward to the RSE BoF tomorrow…
0.9929420
3 K1Howard Kings College London Digital Lab (Director Dr. @jamessmithies). supporting digital humanities research and providing career pathways. Helping to address the recruitment AND retainment of peeps. Think I need to get in touch … !! #eResAu2018 0.9929420
3 CurtinIC Join the CIC and @PawseyCentre for our #eResAU2018 workshop on “Collaborative Research in Practice – a roadmap to using #Git and #Docker” Tuesday 16 October - eResearch Australasia 2018, Pullman Melbourne Albert Park https://t.co/79Q7yAeGtz 0.9917773
3 K1Howard To earn trust: leave the data where it is. Access rather than transfer. Be predictable, transparent efficient, effective, be provably safe and secure, be collaborative (no “them and us”), be fast to get the research benefits quickly #eResAU2018 0.9917773
3 luc_betbeder Ooo #Microsoft we need to talk .. mashup of the the debris ML presented at #eResAU2018 with our @EPICentreUNSW #dataviz of marine debris currently in development … check out our mini demo booth by the ballroom entry. https://t.co/VL8ANzfs3N 0.9912986
3 AeRO_eResearch So true - highlights important opportunities for @AeRO_eResearch to be involved as an agnostic #eResearch sector participant to help build workforce skills and training within the sector and encourage diversity in all areas #eResAU2018 https://t.co/gNRPc0V8ip 0.9907608
3 AeRO_eResearch Don’t forget to use the official conference hashtag #eResAU2018 to share your comments, feedback and pics! Tag in yourself and your organisation and we will on-share. Hope you all enjoy the conference! https://t.co/Tp3HfMztnQ 0.9901522
3 peter_tonoli I’ll be at eResearch Australasia 2018 this afternoon - come speak to me about AARNet Filesender (and its API), systems development, or just out of plain curiosity to watch to see if my live demonstration works 🤷‍♂️ #eResAu2018 https://t.co/JpelxyXjfn 0.9901522
3 TERN_Aus Morning #eResAu2018! Be sure to drop by our co-hosted EcoSciences booth & learn about the #NCRIS data & services that can make your research more efficient. How could you resist these friendly faces! @atlaslivingaust @ecocloud_ @thedatabadger @BCCVL https://t.co/L2goAF0STr 0.9901522

Topic 4

topic screen_name text gamma
4 qcifltd At #eResAU2018 today in Melbourne? Visit us at the QCIF exhibition booth. Enter our door prize competition—simply guess the total memory of the defunct data storage devices in the jar. Also pick up a QCIF screen cloth & have a chat with us about what we do in Queensland. https://t.co/c2b2oEHDLQ 0.9940632
4 luc_betbeder USyd’s Andrew Janke to Ian Duncan. ‘We’re all full’ talking about having to delete data. #eResAu2018 Ian suggesting approaches to de-risk and determine data value. #wereallinthistogether … subsidies for FAIR whether in institutional, discipline or infrastructure providers? 0.9935510
4 eResearchSA If you’re headed to #eResAU2018, catch our Marketing TL Lauren Attana presenting on how we developed the Pathways Forums (#DHPathways18 & #EcoPathways18) to inform on what the future initiatives are for your research field! View the paper here: https://t.co/AsgrMqM3cX https://t.co/Gl1uOmcJ6x 0.9925922
4 adamdsteer @JackyPallas @luc_betbeder @AeRO_eResearch I can only imagine the #eresearch infrastructure possible if we had a human-centred, egoless approach to building, deploying and maintaining it. Humans need to be engaged and valued. We’ll solve incredible problems using sticks and dirt if we’re motivated… #eResAu2018 0.9925922
4 sarasrking Artificial Intelligence is not magic. What’s new is the mass of data combined with the massive compute power we haven’t had before. But we need to be vigilant about bias, and apply ethical and inclusive principles in its use. David Smith #eResAU2018 https://t.co/jUFUDY8MD6 0.9925922
4 luc_betbeder The panel session at #eResAu2018 is talking workforce. NCI director Sean Smith makes strong point that good infrastructure begets good people. Keep the infrastructure and you keep the people. I think that works for some disciplines where infrastructure is strong. #whataboutothers 0.9922060
4 luc_betbeder Panel session at #eResAU2018 Pawsey Dir @markstickells argues for more story telling in the workforce agenda - better stories keep and grow the workforce. I agree but we do a lot of it already. #howtodoitbetter funding the roles is a critical part of it. #rentingahouseinsydney 0.9922060
4 StevenPChang Data ain’t neutral - bias produced not only from methodology, but from the nature of society itself, eg gendered/ethnic language bias. Data is a human product, therefore not objectively neutral - @FCTweedie & @brisvegas1. #eResAu2018 #datalibs https://t.co/WI8QwLmfTF 0.9917773
4 StevenPChang How to interrogate hidden/social bias in data? Combination of human review and de-biasing systems, depending on the nature of the research (eg exploratory vs decision-making) - @FCTweedie & @brisvegas1. #eResAu2018 #datalibs #critlib 0.9917773
4 kheerand If you’ve ever thought to yourself, “gee I see this happening again and again when building Information Infrastructure”, then join Paul Box & I at #eResAU2018 on Fri 9:50am for our talk on “Patterns in Information Infrastructure”. https://t.co/KXaMj27A2c #eResearch #patterns 0.9912986
4 K1Howard A/Prof Shawn Ross (Director eResearch Macquarie) “out of the box” commercial solutions aren’t always as out of the box as they claim. There’s a need for stakeholders (e.g. IT and the library) to be creative thinkers around solutions #eResAu2018 0.9912986

Topic 5

topic screen_name text gamma
5 AeRO_eResearch #eResAU2018 keynote address - Dr Sarah Jane Pell Spatial Performance Environment Command Transmission Realities for Astronauts (#SPECTRA) exploring how art & technology supports human exploration @Aquabatics @AusSpaceAgency #AustralianSpaceAgency #eResearch https://t.co/vVSqJVApbz 0.9938177
5 K1Howard Panel session Question: what are your eReserach data disasters? A1: Loosing data, esp. psychology data. A2: old technology that crashes in thunderstorms! A3: 1.9 billion files in system, would have crashed at 2 billion. #eResAU2018 0.9935510
5 sarasrking Increase from 87 petabytes -> 0.5 exabytes of storage on UK National eInfrastructure over the past few years and there’s more data coming! Dr Jacky Pallas from King’s College London #eResAU2018 https://t.co/lVRyFYq6Lb 0.9925922
5 ragamouf Since @bombinans asked about Torchwood integration during DAvid V Ford’s keynote on data sharing in Wales, I’m finding it hard to decouple Sarah Jane Perl’s keynote from #drwho backstories #eResAu2018 0.9922060
5 StevenPChang Confronting the reproducibility crisis: “the #OpenAccess agenda is helping enormously”. Trend towards open agenda and “DOI-ing” datasets is getting better. eResearch community can help to open up and curate datasets. #eResAu2018 #datalibs 0.9912986
5 peterneish David Ford: Why don’t we all share data? Risk, illegal, old tech, lack of knowhow, too busy, everything is too complicated, it costs too much, the data is too hard, we just don’t want you to have it, it’s my data - I am going to use it win, we are embarrassed #eResAu2018 0.9912986
5 AARNet David Ford’s keynote kicking off with reflections on personal data and the wealth of opportunities for research, and the benefits of data sharing, yet the sharing isn’t at a scale we need #eResAu2018 https://t.co/nHULih7uEH 0.9912986
5 StevenPChang No shortage of data today - how do we wring all the benefits from it? Data sharing saves lives, but we don’t share enough. Why? Risk, legal, tech, skills, cost, complexity, competition, and even embarrassment #eResAU2018 0.9912986
5 FGacenga #eResAU2018 Sharing Data Saves (&i improves) Lives Professor David V Ford “it is morally essential we wring all the benefits from data” - we need to share data! 0.9901522
5 peterneish Automate where possible, but human touch improves quality Connell #eResAu2018 Sell the benefits: DOIs citation increased exposure more collaboration, redundancy. Connell 0.9901522

Topic 6

topic screen_name text gamma
6 lgreenpd At eResearch conference and has been very well organised. Internet is available. There is an App and no showbag. Real coffee. But real time access to slides online surely must be the benchmark now. Why are we still taking photos of the screen? #eResAU2018 0.9917773
6 K1Howard SAIL Data Bank: https://t.co/gRmm4WgAdb A safe, legal and publicly acceptable response to the need for open person-based linked data for research and intelligence. Internationally recognised as best practice #eResAU2018 0.9917773
6 AeRO_eResearch RT @stevenpchang: We’re running a community of practice discussion at @eresearch Conference on upskilling library staff in research data management skills - please come along if you’re keen! https://t.co/Xk1EaOeCEB@AeRO_eResearch #eResAU2018 #eRes2018 https://t.co/IrL0fLHRN2 0.9917773
6 1n9r1d ❤️ Big shout out from ⁦@JackyPallas⁩ to ⁦@ausaccessfed⁩ ⁦@AARNet⁩ + JANET at ⁦@Jisc⁩ #eResAU2018 research authentication + authorisation systems + networks enabling #eResearch and connecting ⛓ national research infrastructure 🔭🏺⚗️📡🔦🔌🎥📟🙋‍♀️ https://t.co/b1ynyZPlrs 0.9917773
6 StevenPChang We’re running a community of practice discussion at @eResearch Conference on upskilling library staff in research data management skills - please come along if you’re keen! https://t.co/3sjVzLXXMH @AeRO_eResearch #eResAU2018 #eRes2018 https://t.co/TSovPnvvrL 0.9912986
6 tenacious_juno #eResAU2018 D Sarah Jane Pell “an artist on a mission” Aus Space Agency PS as a amateur dressmaker - cool silk suit SJ! 0.9901522
6 purplegwemlin @DungeonMaster Sarah Jane Pell is a science artist talking about astronaut training and moon bases and undersea habitats and omg you’d love it!!! #eResAU2018 0.9901522
6 FGacenga #eResAU2018 cool @AucklandUni ResearchHub to connect researchers with people, resources, and services from across the University to enhance and accelerate their research https://t.co/9QKXcC9d59 Thoughts? @lozzhunt @adamhsparks @ElzbthMcCrthy 0.9901522
6 JulieToohey Griffith’s Logan based Regional Innovation Data Lab (RIDL) applying analysis to help and empower local communities #eResAU2018 https://t.co/rwbBIEO91f 0.9894576
6 1n9r1d Some breakfast reading for the #eResearch community at #eResAU2018
New findings show medical research is top return for investment in Australia via @AAMRI_Aus https://t.co/54oWEjuTPC #impact
0.9894576

Session info

##  setting  value                       
##  version  R version 3.3.2 (2016-10-31)
##  system   x86_64, darwin13.4.0        
##  ui       X11                         
##  language (EN)                        
##  collate  en_AU.UTF-8                 
##  tz       <NA>                        
##  date     2018-10-17                  
## 
##  package      * version date       source        
##  assertthat     0.2.0   2017-04-11 CRAN (R 3.3.2)
##  backports      1.0.5   2017-01-18 cran (@1.0.5) 
##  bindr          0.1.1   2018-03-13 CRAN (R 3.3.2)
##  bindrcpp     * 0.2     2017-06-17 CRAN (R 3.3.2)
##  broom          0.4.2   2017-02-13 CRAN (R 3.3.2)
##  cli            1.0.1   2018-09-25 CRAN (R 3.3.2)
##  colorspace     1.3-2   2016-12-14 CRAN (R 3.3.2)
##  crayon         1.3.4   2017-09-16 CRAN (R 3.3.2)
##  curl           2.3     2016-11-24 CRAN (R 3.3.2)
##  devtools       1.12.0  2016-06-24 CRAN (R 3.3.0)
##  digest         0.6.12  2017-01-27 CRAN (R 3.3.2)
##  dplyr        * 0.7.4   2017-09-28 CRAN (R 3.3.2)
##  evaluate       0.10    2016-10-11 cran (@0.10)  
##  fansi          0.4.0   2018-10-05 CRAN (R 3.3.2)
##  farver         1.0     2018-09-17 CRAN (R 3.3.2)
##  forcats      * 0.2.0   2017-01-23 CRAN (R 3.3.2)
##  foreign        0.8-67  2016-09-13 CRAN (R 3.3.2)
##  ggforce        0.1.1   2016-11-28 CRAN (R 3.3.2)
##  ggplot2      * 3.0.0   2018-07-03 CRAN (R 3.3.2)
##  ggraph       * 1.0.2   2018-07-07 CRAN (R 3.3.2)
##  ggrepel      * 0.7.0   2017-09-29 CRAN (R 3.3.2)
##  glue           1.3.0   2018-07-17 CRAN (R 3.3.2)
##  gridExtra      2.2.1   2016-02-29 cran (@2.2.1) 
##  gtable         0.2.0   2016-02-26 CRAN (R 3.3.0)
##  here         * 0.1     2017-05-28 CRAN (R 3.3.2)
##  highr          0.6     2016-05-09 cran (@0.6)   
##  htmltools      0.3.5   2016-03-21 cran (@0.3.5) 
##  httr           1.3.1   2017-08-20 CRAN (R 3.3.2)
##  igraph       * 1.1.2   2017-07-21 CRAN (R 3.3.2)
##  janeaustenr    0.1.5   2017-06-10 CRAN (R 3.3.2)
##  jsonlite       1.2     2016-12-31 CRAN (R 3.3.2)
##  knitr        * 1.20    2018-02-20 CRAN (R 3.3.2)
##  labeling       0.3     2014-08-23 CRAN (R 3.3.0)
##  lattice        0.20-34 2016-09-06 CRAN (R 3.3.2)
##  lazyeval       0.2.0   2016-06-12 CRAN (R 3.3.0)
##  lubridate    * 1.6.0   2016-09-13 CRAN (R 3.3.0)
##  magrittr       1.5     2014-11-22 CRAN (R 3.3.0)
##  MASS           7.3-45  2016-04-21 CRAN (R 3.3.2)
##  Matrix         1.2-7.1 2016-09-01 CRAN (R 3.3.2)
##  memoise        1.0.0   2016-01-29 CRAN (R 3.3.0)
##  mnormt         1.5-5   2016-10-15 CRAN (R 3.3.0)
##  modeltools     0.2-22  2018-07-16 CRAN (R 3.3.2)
##  munsell        0.5.0   2018-06-12 CRAN (R 3.3.2)
##  nlme           3.1-128 2016-05-10 CRAN (R 3.3.2)
##  NLP            0.1-11  2017-08-15 CRAN (R 3.3.2)
##  openssl        0.9.6   2016-12-31 CRAN (R 3.3.2)
##  pillar         1.3.0   2018-07-14 CRAN (R 3.3.2)
##  pkgconfig      2.0.2   2018-08-16 CRAN (R 3.3.2)
##  plyr           1.8.4   2016-06-08 CRAN (R 3.3.0)
##  psych          1.6.12  2017-01-08 CRAN (R 3.3.2)
##  purrr          0.2.2   2016-06-18 CRAN (R 3.3.0)
##  R6             2.3.0   2018-10-04 CRAN (R 3.3.2)
##  RColorBrewer * 1.1-2   2014-12-07 CRAN (R 3.3.0)
##  Rcpp           0.12.19 2018-10-01 CRAN (R 3.3.2)
##  reshape2       1.4.2   2016-10-22 CRAN (R 3.3.0)
##  rlang          0.2.2   2018-08-16 CRAN (R 3.3.2)
##  rmarkdown      1.10    2018-06-11 CRAN (R 3.3.2)
##  rprojroot      1.2     2017-01-16 cran (@1.2)   
##  rtweet       * 0.6.8   2018-09-28 CRAN (R 3.3.2)
##  scales         0.5.0   2017-08-24 CRAN (R 3.3.2)
##  slam           0.1-40  2016-12-01 CRAN (R 3.3.2)
##  SnowballC      0.5.1   2014-08-09 CRAN (R 3.3.0)
##  stringi        1.2.4   2018-07-20 CRAN (R 3.3.2)
##  stringr        1.3.1   2018-05-10 CRAN (R 3.3.2)
##  tibble         1.4.2   2018-01-22 CRAN (R 3.3.2)
##  tidyr        * 0.6.1   2017-01-10 CRAN (R 3.3.2)
##  tidytext     * 0.2.0   2018-10-17 CRAN (R 3.3.2)
##  tm             0.7-5   2018-07-29 CRAN (R 3.3.2)
##  tokenizers     0.1.4   2016-08-29 CRAN (R 3.3.0)
##  topicmodels  * 0.2-7   2017-11-03 CRAN (R 3.3.2)
##  tweenr         1.0.0   2018-09-27 CRAN (R 3.3.2)
##  units          0.6-1   2018-09-21 CRAN (R 3.3.2)
##  utf8           1.1.4   2018-05-24 CRAN (R 3.3.2)
##  viridis      * 0.5.1   2018-03-29 CRAN (R 3.3.2)
##  viridisLite  * 0.3.0   2018-02-01 CRAN (R 3.3.2)
##  withr          2.1.2   2018-03-15 CRAN (R 3.3.2)
##  wordcloud    * 2.5     2014-06-13 CRAN (R 3.3.0)
##  xml2           1.1.1   2017-01-24 CRAN (R 3.3.2)
##  yaml           2.1.14  2016-11-12 cran (@2.1.14)